{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# default_exp h5dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# H5Dataset\n",
    "\n",
    "> API details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#hide\n",
    "from nbdev.showdoc import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "\n",
    "import numpy as np\n",
    "import h5py\n",
    "import tensorflow as tf\n",
    "\n",
    "import tempfile\n",
    "\n",
    "try:\n",
    "    import torch\n",
    "    from torch.utils.data import Dataset\n",
    "    __has_torch = True\n",
    "except ImportError:\n",
    "    __has_torch = False\n",
    "    \n",
    "\n",
    "import mmwave\n",
    "\n",
    "import logging\n",
    "\n",
    "logger = logging.getLogger()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "\n",
    "class H5DatasetIterator():\n",
    "    \"\"\"Iterates through aligned frames dataset\"\"\"\n",
    "    def __init__(self, dset, streams):\n",
    "        super().__init__()\n",
    "        self._dset = dset\n",
    "        self._idx = 0\n",
    "        self.req_streams = streams\n",
    "\n",
    "    def __iter__(self):\n",
    "        return self\n",
    "\n",
    "    def __next__(self):\n",
    "        self._idx += 1\n",
    "        try:\n",
    "            return tuple(self._dset[s][self._idx] for s in self.req_streams)\n",
    "        except IndexError:\n",
    "            self._idx = 0\n",
    "            raise StopIteration\n",
    "\n",
    "    def __len__(self):\n",
    "        return len(self._dset)\n",
    "    \n",
    "class H5DatasetLoader(object):\n",
    "    \"\"\"A thin wrapper around h5py to provide convenience functions for training\"\"\"\n",
    "    def __init__(self, filenames, default_streams=None):\n",
    "        super(H5DatasetLoader, self).__init__()\n",
    "        self.filenames = filenames\n",
    "        if isinstance(self.filenames, list):\n",
    "            self._h5_tempfile = tempfile.NamedTemporaryFile()\n",
    "            #self.h5_file = h5py.File(self._h5_tempfile, 'w', libver='latest')\n",
    "            \n",
    "            self._allfiles, _allstreams, _lengths = zip(*[H5DatasetLoader.load_single_h5(f) for f in self.filenames])\n",
    "            \n",
    "            total_len = sum(_lengths)\n",
    "            \n",
    "            #create virtual datasets of, assumes that all files have the streams of first file and shape of first file\n",
    "            ll = (0,) + _lengths\n",
    "            ll = np.cumsum(ll)\n",
    "            for s in _allstreams[0]:\n",
    "                shape = (total_len, ) + self._allfiles[0][s].shape[1:]\n",
    "                layout = h5py.VirtualLayout(shape=shape, dtype=self._allfiles[0][s].dtype)\n",
    "                \n",
    "                for idx, f in enumerate(self._allfiles):\n",
    "                    vsource = h5py.VirtualSource(f[s])\n",
    "                    layout[ll[idx]:ll[idx+1]] = vsource\n",
    "                    \n",
    "                with h5py.File(self._h5_tempfile.name, 'a', libver='latest') as f:\n",
    "                    f.create_virtual_dataset(s, layout,)\n",
    "            self._h5_tempfile.flush()\n",
    "            self.h5_file = H5DatasetLoader.load_single_h5(self._h5_tempfile.name)[0]\n",
    "        else:\n",
    "            self.h5_file = H5DatasetLoader.load_single_h5(self.filenames)[0]\n",
    "        self.streams_available = list(self.h5_file.keys())\n",
    "        self.default_streams = default_streams\n",
    "\n",
    "        if default_streams is not None:\n",
    "            for s in default_streams:\n",
    "                assert s in self.streams_available, f\"{s} not found in available streams\"\n",
    "    \n",
    "    @staticmethod\n",
    "    def load_single_h5(filename):\n",
    "        h5 = h5py.File(filename, 'r')\n",
    "        streams_available = list(h5.keys())\n",
    "        dataset_len = len(h5[streams_available[0]])\n",
    "        return h5, streams_available, dataset_len\n",
    "    \n",
    "    def __len__(self):\n",
    "        return len(self.h5_file[self.streams_available[0]])\n",
    "\n",
    "    def __getitem__(self, stream):\n",
    "        return self.h5_file[stream]\n",
    "\n",
    "    def get_iterator(self, streams=None):\n",
    "        \"\"\"The default iterator includes all available streams in the order available on the h5 file\"\"\"\n",
    "        if not streams:\n",
    "            streams = self.default_streams.copy() if self.default_streams is not None else self.streams_available.copy()\n",
    "        return H5DatasetIterator(self, streams)\n",
    "\n",
    "    def __iter__(self):\n",
    "        return self.get_iterator()\n",
    "\n",
    "    @property\n",
    "    def filename(self):\n",
    "        return self.filenames\n",
    "    \n",
    "    def get_torch_dataset(self, streams=None):\n",
    "        try:\n",
    "            return RadicalDatasetTorch(self, streams)\n",
    "        except NameError:\n",
    "            raise RuntimeError('Torch is not available')\n",
    "            \n",
    "\n",
    "    def get_tf_dataset(self,\n",
    "                       streams=None,\n",
    "                       shuffle=False,\n",
    "                       repeat=False,\n",
    "                       batchsize=16,\n",
    "                       preprocess_chain=None,\n",
    "                       prefetch=2,\n",
    "                       flatten_single=False,\n",
    "                      ):\n",
    "        logger.debug(\"Tensorflow Dataset creation\")\n",
    "        if streams is None:\n",
    "            streams = ['radar', 'rgb', 'depth']\n",
    "\n",
    "        out_shapes = tuple([\n",
    "            tf.TensorShape(list(self.h5_file[s].shape[1:])) for s in streams\n",
    "        ])\n",
    "        out_types = tuple([self.h5_file[s].dtype for s in streams])\n",
    "\n",
    "        def _gen():\n",
    "            for i in range(len(self.h5_file[streams[0]])):\n",
    "                yield tuple(self.h5_file[s][i] for s in streams)\n",
    "\n",
    "        _dataset = tf.data.Dataset.from_generator(\n",
    "            _gen,\n",
    "            output_types = out_types,\n",
    "            output_shapes = out_shapes,\n",
    "        )\n",
    "\n",
    "        if shuffle:\n",
    "            logger.debug(\"  Outputs of dataset will be shuffled\")\n",
    "            _dataset = _dataset.shuffle(batchsize * 4)\n",
    "\n",
    "        if repeat:\n",
    "            logger.debug(f'  Dataset will be repeated {repeat} files')\n",
    "            _dataset = _dataset.repeat(repeat)\n",
    "\n",
    "        if preprocess_chain is not None:\n",
    "            for op in preprocess_chain:\n",
    "                _dataset = _dataset.map(op)\n",
    "\n",
    "        if flatten_single:\n",
    "            assert(len(streams) == 1)\n",
    "            logger.debug(\"  Flattening shapes for single stream inference\")\n",
    "            logger.debug(_dataset)\n",
    "            _dataset = _dataset.map(lambda x: x)\n",
    "            logger.debug(_dataset)\n",
    "\n",
    "        _dataset = _dataset.batch(batchsize)\n",
    "\n",
    "\n",
    "        if prefetch:\n",
    "            _dataset = _dataset.prefetch(prefetch)\n",
    "\n",
    "        return _dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export \n",
    "if __has_torch:\n",
    "    class RadicalDatasetTorch(Dataset):\n",
    "        def __init__(self, src_dataset, streams=None, transforms=None):\n",
    "            self.__src_dataset = src_dataset\n",
    "            if streams is not None:\n",
    "                self.__streams = streams\n",
    "            else:\n",
    "                self.__streams = ['radar', 'rgb', 'depth']\n",
    "        \n",
    "        def __len__(self):\n",
    "            return len(self.__src_dataset)\n",
    "        \n",
    "        def __getitem__(self, idx):\n",
    "            if torch.is_tensor(idx):\n",
    "                idx = idx.tolist()\n",
    "            \n",
    "            sample = {s:self.__src_dataset[s][idx, ...] for s in self.__streams}\n",
    "            return sample"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`indoor_sample_50.h5` was generated from csl_lobby/2020-03-05-16-35-19.bag.export.h5, sliced `[0:50*30:30]`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#hide\n",
    "import matplotlib.pyplot as plt\n",
    "from fastprogress import progress_bar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "data = H5DatasetLoader('../samples/indoor_sample_50.h5')\n",
    "\n",
    "frame_idx = 1\n",
    "plt.figure()\n",
    "plt.imshow(data['rgb'][frame_idx][..., ::-1])\n",
    "plt.title(f'RGB frame {frame_idx}@{data[\"rgb_timestamp\"][frame_idx]}')\n",
    "plt.show()\n",
    "plt.figure()\n",
    "plt.imshow(data['depth'][frame_idx])\n",
    "plt.title(f'Depth frame {frame_idx}@{data[\"depth_timestamp\"][frame_idx]}')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Also available as iterator"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div>\n",
       "        <style>\n",
       "            /* Turns off some styling */\n",
       "            progress {\n",
       "                /* gets rid of default border in Firefox and Opera. */\n",
       "                border: none;\n",
       "                /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
       "                background-size: auto;\n",
       "            }\n",
       "            .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
       "                background: #F44336;\n",
       "            }\n",
       "        </style>\n",
       "      <progress value='1' class='' max='50' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
       "      2.00% [1/50 00:00<00:12]\n",
       "    </div>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "count = 0\n",
    "\n",
    "for radar_frame, rgb_frame, depth_frame in progress_bar(data.get_iterator(['radar', 'rgb', 'depth'])):\n",
    "    plt.figure()\n",
    "    plt.subplot(121)\n",
    "    plt.imshow(rgb_frame[:, :, ::-1])\n",
    "    plt.subplot(122)\n",
    "    plt.imshow(depth_frame)\n",
    "    plt.show()\n",
    "    \n",
    "    # Stop after 2 frames so we don't spam the docs\n",
    "    count += 1\n",
    "    if count > 1:\n",
    "        break"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Default streams can also be set so `get_iterator()` isn't required"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div>\n",
       "        <style>\n",
       "            /* Turns off some styling */\n",
       "            progress {\n",
       "                /* gets rid of default border in Firefox and Opera. */\n",
       "                border: none;\n",
       "                /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
       "                background-size: auto;\n",
       "            }\n",
       "            .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
       "                background: #F44336;\n",
       "            }\n",
       "        </style>\n",
       "      <progress value='47' class='' max='50' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
       "      94.00% [47/50 00:00<00:00]\n",
       "    </div>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data = H5DatasetLoader('../samples/indoor_sample_50.h5', default_streams=['radar', 'rgb', 'depth'])\n",
    "\n",
    "for radar_frame, rgb_frame, depth_frame in progress_bar(data):\n",
    "    np.mean(rgb_frame)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div>\n",
       "        <style>\n",
       "            /* Turns off some styling */\n",
       "            progress {\n",
       "                /* gets rid of default border in Firefox and Opera. */\n",
       "                border: none;\n",
       "                /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
       "                background-size: auto;\n",
       "            }\n",
       "            .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
       "                background: #F44336;\n",
       "            }\n",
       "        </style>\n",
       "      <progress value='87' class='' max='100' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
       "      87.00% [87/100 00:00<00:00]\n",
       "    </div>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "data_multiple_files = H5DatasetLoader(['../samples/indoor_sample_50.h5',\n",
    "                                       '../samples/indoor_sample_50.h5'],\n",
    "                                      default_streams=['radar', 'rgb', 'depth'])\n",
    "\n",
    "assert len(data_multiple_files) == 100\n",
    "\n",
    "count = 2\n",
    "for radar_frame, rgb_frame, depth_frame in progress_bar(data_multiple_files):\n",
    "    np.mean(rgb_frame)\n",
    "    if count > 0:\n",
    "        count -= 1\n",
    "        plt.figure()\n",
    "        plt.subplot(121)\n",
    "        plt.imshow(rgb_frame[:, :, ::-1])\n",
    "        plt.subplot(122)\n",
    "        plt.imshow(depth_frame)\n",
    "        plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "PyTorch interface is also available"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#skip\n",
    "torch_dataset = data.get_torch_dataset(streams=['rgb', 'radar'])\n",
    "\n",
    "batch = torch_dataset[1:3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
